{"id":200376,"date":"2022-11-23T09:20:00","date_gmt":"2022-11-23T06:20:00","guid":{"rendered":"https:\/\/howtogeek.inform.com.de\/?p=200376"},"modified":"2022-04-03T16:02:04","modified_gmt":"2022-04-03T13:02:04","slug":"vaadake-kuidas-raspberry-pi-masin-sorteerib-iga-lego-klotsi-mis-kunagi-oli-voi-saab-olema","status":"publish","type":"post","link":"https:\/\/howtogeek.inform.com.de\/et\/vaadake-kuidas-raspberry-pi-masin-sorteerib-iga-lego-klotsi-mis-kunagi-oli-voi-saab-olema\/","title":{"rendered":"Vaadake, kuidas Raspberry Pi masin sorteerib iga LEGO klotsi, mis kunagi oli v\u00f5i saab olema"},"content":{"rendered":"<p>Daniel West<\/p>\n<p>Kui teil on palju LEGO klotse, tekitab nende sorteerimine probleeme. Neid on igas suuruses, kujus ja v\u00e4rvitoonis. V\u00f5iksite veeta tunde s\u00f5eludes, eraldades ja korraldades, kuid mis l\u00f5bus see oleks? Miks mitte p\u00f6\u00f6rduda hoopis Raspberry Pi masina poole? Nii otsustas Daniel West ja <a href=\"https:\/\/youtu.be\/04JkdHEX3Yk\" target=\"_blank\" rel=\"noopener nofollow\" class=\"external external_icon\">ta ehitas seadme<\/a>, mis suudab sorteerida mis tahes LEGO klotse.<\/p>\n<p>Westi masin suudab skaneerida LEGO klotsi, m\u00e4\u00e4rata selle olemuse ja seej\u00e4rel liigutada seda konveieril \u00fclespoole, mis on ehitatud \u00fchte s\u00fcsteemi 18 \u00e4mbrist. Asjakohaselt valmistas West selle 10 000 LEGO klotsist. Kuid kuigi see annab struktuuri, pakub Raspberry Pi aju ja n\u00e4gemist.<\/p>\n<p><a href=\"https:\/\/howtogeek.inform.com.de\/wp-content\/uploads\/2022\/03\/post-157916-623d16308a8b7.png\" data-rel=\"lightbox\"><img decoding=\"async\" class=\"SDStudio-light-box-enable SDStudio-editor-tools-md-imp\" src=\"https:\/\/howtogeek.inform.com.de\/wp-content\/uploads\/2022\/03\/post-157916-623d16308a8b7.png\" alt=\"Vaadake, kuidas Raspberry Pi masin sorteerib iga LEGO klotsi, mis kunagi oli v\u00f5i saab olema\" ><\/a><\/p>\n<p>Daniel West<\/p>\n<p>K\u00f5igepealt l\u00fckkab masin LEGO klotse m\u00f6\u00f6da vibratsiooniplaati kaamera poole. Vibratsiooniplaat hoiab \u00e4ra LEGO klotside virnastamise ja tagab, et \u00fcks klots liigub korraga Raspberry Pi kaameramooduli ette.<\/p>\n<p>Raspberry Pi kasutab tellise skaneerimiseks ja tuvastamiseks konvolutsioonilist n\u00e4rviv\u00f5rku. Erinevalt teistest LEGO sorteerijatest andis West n\u00e4rviv\u00f5rku LEGO klotside 3D-mudeli kujutisi, nii et ta ei piirdu ainult k\u00e4ep\u00e4rast olevate klotsidega. See t\u00e4hendab, et see m\u00f5istab k\u00f5iki LEGO klotse, mis kunagi tehtud. Ja ta saaks seda h\u00f5lpsasti tulevaste tellistega v\u00e4rskendada.<\/p>\n<div class=\"sds-iframe-wrapper fitvidsignore\" style=\"position:relative;padding-top:56.25%;max-width:100%;\"><iframe allowfullscreen style=\"position:absolute;top:0;left:0;width:100%;height:100%;\" src=\"\/\/www.youtube.com\/embed\/04JkdHEX3Yk\" frameborder=\"0\"><\/iframe><\/div>\n<p>Kui Raspberry Pi on tellise tuvastanud, liigutab see selle l\u00e4bi mitme rihma ja v\u00e4rava, et s\u00fclitada see sobivasse \u00e4mbrisse. Westi s\u00f5nul suudab see sorteerida \u00fche tellise iga kahe sekundi j\u00e4rel. See ei pruugi tunduda kiire, kuid k\u00e4sitsi sorteerimine v\u00f5ib v\u00f5tta palju kauem aega.<\/p>\n<p>West postitas isegi <a href=\"https:\/\/www.youtube.com\/channel\/UCIg7y12vUUslNgs2VqDXeSw\" target=\"_blank\" rel=\"noopener nofollow\" class=\"external external_icon\">mitu videot<\/a>, et kirjeldada disainiprotsessi ja tehisintellekti aspekti toimimist. Ta <a href=\"https:\/\/towardsdatascience.com\/how-i-created-over-100-000-labeled-lego-training-images-ec74191bb4ef\" target=\"_blank\" rel=\"noopener nofollow\" class=\"external external_icon\">j\u00e4rgnes sellele<\/a> kahe <a href=\"https:\/\/towardsdatascience.com\/a-high-speed-computer-vision-pipeline-for-the-universal-lego-sorting-machine-253f5a690ef4\" target=\"_blank\" rel=\"noopener nofollow\" class=\"external external_icon\">selgitava artikliga<\/a>, mida saate samuti lugeda. Huvi korral peaksite neid m\u00f5lemat vaatama.<\/p>\n<p>\u00dcksinda selle loomiseks ei pruugi see olla piisav teave, kuid me v\u00f5ime unistada!<\/p>\n<p><a href=\"https:\/\/www.raspberrypi.org\/blog\/raspberry-pi-lego-sorter\/\" target=\"_blank\" rel=\"noopener nofollow\" class=\"external external_icon\">Raspberry Pi ajaveebi<\/a> kaudu<a href=\"https:\/\/www.raspberrypi.org\/blog\/raspberry-pi-lego-sorter\/\" target=\"_blank\" rel=\"noopener nofollow\" class=\"external\"><\/a><\/p>\n<p><div id=\"PostUnique_PostSource\" style=\"padding-top: 50px\">:  <a target=\"_blank\" rel=\"noopener nofollow\" href=\"\/\/www.reviewgeek.com\" class=\"external external_icon\">www.reviewgeek.com<\/a><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kui teil on palju LEGO klotse, tekitab nende sorteerimine probleeme. Neid on igas suuruses, kujus ja v\u00e4rvitoonis. V\u00f5iksite veeta tunde s\u00f5eludes, eraldades ja korraldades, kuid mis l\u00f5bus see oleks? Miks mitte p\u00f6\u00f6rduda hoopis Raspberry Pi masina poole? Nii otsustas Daniel West ja ta ehitas seadme, mis suudab sorteerida mis tahes LEGO klotse.<\/p>\n","protected":false},"author":1,"featured_media":157917,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_wp_rev_ctl_limit":""},"categories":[],"tags":[],"class_list":["post-200376","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/howtogeek.inform.com.de\/et\/wp-json\/wp\/v2\/posts\/200376","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/howtogeek.inform.com.de\/et\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/howtogeek.inform.com.de\/et\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/howtogeek.inform.com.de\/et\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/howtogeek.inform.com.de\/et\/wp-json\/wp\/v2\/comments?post=200376"}],"version-history":[{"count":0,"href":"https:\/\/howtogeek.inform.com.de\/et\/wp-json\/wp\/v2\/posts\/200376\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/howtogeek.inform.com.de\/et\/wp-json\/wp\/v2\/media\/157917"}],"wp:attachment":[{"href":"https:\/\/howtogeek.inform.com.de\/et\/wp-json\/wp\/v2\/media?parent=200376"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/howtogeek.inform.com.de\/et\/wp-json\/wp\/v2\/categories?post=200376"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/howtogeek.inform.com.de\/et\/wp-json\/wp\/v2\/tags?post=200376"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}